Canopy Digital · technical blog
Field notes from the same practical delivery mindset behind Canopy Digital: clear websites, local visibility, care plans, and the technology choices that keep small-business web systems maintainable.
Latest articles
The newest public notes on web infrastructure, delivery workflow, tooling, and small-business technology decisions.
technical note
A short note on bringing Canopy Digital into the same publishing fold as the personal technical blog without duplicating the content system.
agent architecture
A practical note on what Claude Fable 5's sudden departure and policy fight changes for serious coding and source-grounding workflows.
technical recovery guide
A backup-first Windows recovery guide for DeepSeek GUI conversations that appear to disappear after an app update changes the local data directory.
ai news analysis
OpenJarvis is trending because it reframes the personal AI assistant as a local-first, measurable, editable agent stack instead of another cloud chat wrapper. Here is what matters, what is hype, and whether it can run on a normal developer PC.
agent architecture
Part 1 of a practical series on mixing DeepSeek V4 Pro, DeepSeek V4 Flash, and local Gemma4-style agents without turning a coding workflow into an expensive committee.